Krishnamurthy Dvijotham

On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · arXiv (Cornell University) · 2018 · 300 citations · Full text

Mathematical Programming, Artificial Intelligence, Convolutional Neural Network +21

Safe Exploration in Continuous Action Spaces

Gal Dalal, Krishnamurthy Dvijotham, Matej Vecerík et al. · arXiv (Cornell University) · 2018 · 273 citations · Full text

Artificial Intelligence, Critical Constraints, Reward Hacking +15

Real-Time Optimal Power Flow

Yujie Tang, Krishnamurthy Dvijotham, Steven H. Low · IEEE Transactions on Smart Grid · 2017 · 238 citations

L-bfgs-b Method, Electrical Engineering, Power Engineering +14

Scalable Verified Training for Provably Robust Image Classification

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · 2019 · 137 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Adversarial Robustness through Local Linearization

Chongli Qin, James Martens, Sven Gowal et al. · Neural Information Processing Systems · 2019 · 128 citations

Adversarial Examples, Data Augmentation, Convolutional Neural Network +14